SESYNC Computational Summer Institute July 2015
“The goal of reproducible research is to tie specific instructions to data analysis and experimental data so that scholarship can be recreated, better understood and verified.” - Max Kuhn, CRAN Task View: Reproducible Research
i.e.
Raw data + instructions
Archive
Share maybe
sticks
Piwowar & Vision (2013) “Data reuse and the open data citation advantage.” PeerJ, e175
https://peerj.com/articles/175/
Figure 1: Citation density for papers with and without publicly available microarray data, by year of study publication.
Wicherts et al (2011) “Willingness to Share Research Data Is Related to the Strength of the Evidence and the Quality of Reporting of Statistical Results.” PLoS ONE 6(11): e26828
Figure 1. Distribution of reporting errors per paper for papers from which data were shared and from which no data were shared.
A good project layout helps ensure the
picture with example file names?